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      name:  <unnamed>
       log:  /Users/Jeff/Dropbox/TermLimits/Replication/Models/Military/Conditional/TimeTrend/PredictedValues.log
  log type:  text
 opened on:  12 Nov 2016, 22:12:11

. cd "/Users/Jeff/Dropbox/TermLimits/Replication/Models/Military/Conditional/TimeTrend";
/Users/Jeff/Dropbox/TermLimits/Replication/Models/Military/Conditional/TimeTrend

. **************************************************************;
. *Author: Jeff Carter                                         *;
. *Date: Wednesday, December 3, 2014                              *;
. *Purpose: Simulating Predictions                *;
. **************************************************************;
. *********************************;
. **      Peace to War            *;
. *********************************;
. use "/Users/Jeff/Dropbox/TermLimits/Replication/Models/Military/Conditional/TimeTrend/SimData.dta";

. postutil clear;

. postfile mypost prob_hat0 lo0 hi0 prob_hat1 lo1 hi1 diff_hat0 diff_lo0 diff_hi0
>                 prob_hat01 lo01 hi01 prob_hat11 lo11 hi11 diff_hat01 diff_lo01 diff_hi01
>                 delta_hat delta_lo delta_hi using PredictedValues, replace;
(note: file PredictedValues.dta not found)

. noisily display "start";
start

. local a=0 ;

. while `a' < .1 { ;
  2. {;
  3. *termlimited milservice termlimited_mil  parliament civwar  rgdp96pc_gle  growth_gle;
. *majpow numbord mm time_mid time2_mid time_3mid;
.  scalar h_Accountable =   0  ;
  4. scalar h_LameDuck= 1  ;
  5. scalar h_Civilian = 0;
  6. scalar h_Military = 1;
  7. scalar h_Constant = 1;
  8. scalar h_Parliament = 0;
  9. scalar h_CivilWar = 0;
 10. scalar h_GDPpc = 9445.593;
 11. scalar h_Growth = .0201577;
 12. scalar h_MajorPower = 0;
 13. scalar h_Borders = 2;
 14. scalar h_Mobilization = -.0089829 ;
 15. scalar h_Time = 5;
 16.  scalar h_Female =0 ;
 17.  scalar h_Rivalry = 0 ;
 18. scalar h_1986 = 1986 ;
 19. generate x_betahat0 = MG_b1*h_Accountable
>     + MG_b2*h_Civilian
>     + MG_b3*(h_Accountable*h_Civilian)
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3)
>     + MG_b11*h_1986
>     + MG_b12*h_Constant;
 20. generate x_betahat1 = MG_b1* h_LameDuck
>     + MG_b2*h_Civilian
>     + MG_b3*(h_LameDuck*h_Civilian)
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3)
>     + MG_b11*h_1986
>     + MG_b12*h_Constant;
 21.  gen prob0=1/(1+exp(-x_betahat0));
 22. gen prob1=1/(1+exp(-x_betahat1));
 23.  gen diff0=prob1-prob0 ;
 24. egen probhat0=mean(prob0) ;
 25. egen probhat1=mean(prob1) ;
 26. egen diffhat0=mean(diff0) ;
 27. generate x_betahat01 =   MG_b1*h_Accountable
>     + MG_b2*h_Military
>     + MG_b3*(h_Accountable*h_Military)
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3)
>     + MG_b11*h_1986
>     + MG_b12*h_Constant;
 28.  generate x_betahat11 =   MG_b1* h_LameDuck
>     + MG_b2*h_Military
>     + MG_b3*(h_LameDuck*h_Military)
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3)
>     + MG_b11*h_1986
>     + MG_b12*h_Constant;
 29.   gen prob01=1/(1+exp(-x_betahat01));
 30. gen prob11=1/(1+exp(-x_betahat11));
 31. gen diff01=prob11-prob01 ;
 32. egen probhat01=mean(prob01) ;
 33. egen probhat11=mean(prob11) ;
 34. egen diffhat01=mean(diff01) ;
 35. gen delta=diff01-diff0;
 36. egen deltahat=mean(delta);
 37. tempname prob_hat0 lo0 hi0 prob_hat1 lo1 hi1 diff_hat0 diff_lo0 diff_hi0
>          prob_hat01 lo01 hi01 prob_hat11 lo11 hi11 diff_hat01 diff_lo01 diff_hi01
>          delta_hat delta_lo delta_hi;
 38.     _pctile prob0, p(2.5,97.5) ;
 39.     scalar `lo0'=r(r1) ;
 40.     scalar `hi0'=r(r2) ;
 41.     _pctile prob1, p(2.5,97.5) ;
 42.     scalar `lo1'=r(r1) ;
 43.     scalar `hi1'=r(r2) ;
 44.     _pctile diff0, p(2.5,97.5) ;
 45.     scalar `diff_lo0'= r(r1) ;
 46.     scalar `diff_hi0'=r(r2) ;
 47.     scalar `prob_hat0'=probhat0 ;
 48.     scalar `prob_hat1'=probhat1 ;
 49.     scalar `diff_hat0'=diffhat0 ;
 50.        _pctile prob01, p(2.5,97.5) ;
 51.     scalar `lo01'=r(r1) ;
 52.     scalar `hi01'=r(r2) ;
 53.     _pctile prob11, p(2.5,97.5) ;
 54.     scalar `lo11'=r(r1) ;
 55.     scalar `hi11'=r(r2) ;
 56.     _pctile diff01, p(2.5,97.5) ;
 57.     scalar `diff_lo01'= r(r1) ;
 58.     scalar `diff_hi01'=r(r2) ;
 59.     scalar `prob_hat01'=probhat01 ;
 60.     scalar `prob_hat11'=probhat11 ;
 61.     scalar `diff_hat01'=diffhat01 ;
 62.     _pctile delta, p(2.5,97.5) ;
 63.     scalar `delta_lo'= r(r1) ;
 64.     scalar `delta_hi'=r(r2) ;
 65.     scalar `delta_hat'=deltahat;
 66.     post mypost (`prob_hat0') (`lo0') (`hi0') (`prob_hat1') (`lo1') (`hi1') (`diff_hat0') (`diff_lo0') (`diff_hi0')
>                 (`prob_hat01') (`lo01') (`hi01') (`prob_hat11') (`lo11') (`hi11') (`diff_hat01') (`diff_lo01') (`diff_hi0
> 1')
>                 (`delta_hat') (`delta_lo') (`delta_hi')
> 
>     ;
 67.     } ;
 68.     drop    x_betahat0 x_betahat1 prob0 prob1 diff0 probhat0 probhat1 diffhat0
>             x_betahat01 x_betahat11 prob01 prob11 diff01 probhat01 probhat11 diffhat01
>             delta deltahat;
 69.     local a=`a'+ .1 ;
 70.     display "." _c ;
 71.     } ;
.
. display "" ;


.  postclose mypost ;

. use PredictedValues, clear;

. sum;

    Variable |       Obs        Mean    Std. Dev.       Min        Max
-------------+--------------------------------------------------------
   prob_hat0 |         1    .0504402           .   .0504402   .0504402
         lo0 |         1    .0336797           .   .0336797   .0336797
         hi0 |         1    .0718646           .   .0718646   .0718646
   prob_hat1 |         1    .0243754           .   .0243754   .0243754
         lo1 |         1    .0153739           .   .0153739   .0153739
-------------+--------------------------------------------------------
         hi1 |         1      .03695           .     .03695     .03695
   diff_hat0 |         1   -.0260648           .  -.0260648  -.0260648
    diff_lo0 |         1   -.0460843           .  -.0460843  -.0460843
    diff_hi0 |         1   -.0092383           .  -.0092383  -.0092383
  prob_hat01 |         1    .0853323           .   .0853323   .0853323
-------------+--------------------------------------------------------
        lo01 |         1      .05632           .     .05632     .05632
        hi01 |         1    .1239431           .   .1239431   .1239431
  prob_hat11 |         1    .0525479           .   .0525479   .0525479
        lo11 |         1    .0202791           .   .0202791   .0202791
        hi11 |         1    .1096849           .   .1096849   .1096849
-------------+--------------------------------------------------------
  diff_hat01 |         1   -.0327843           .  -.0327843  -.0327843
   diff_lo01 |         1   -.0791161           .  -.0791161  -.0791161
   diff_hi01 |         1    .0245891           .   .0245891   .0245891
   delta_hat |         1   -.0067195           .  -.0067195  -.0067195
    delta_lo |         1   -.0506932           .  -.0506932  -.0506932
-------------+--------------------------------------------------------
    delta_hi |         1    .0516107           .   .0516107   .0516107

. saveold PredictedValues, replace;
file PredictedValues.dta saved

. log close;
      name:  <unnamed>
       log:  /Users/Jeff/Dropbox/TermLimits/Replication/Models/Military/Conditional/TimeTrend/PredictedValues.log
  log type:  text
 closed on:  12 Nov 2016, 22:12:11
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